ringDetect Dataset

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2022-10-14 8:20pm
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2 years ago
2022-10-14 7:32pm
v2
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2 years ago
2022-10-13 9:17pm
v1
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2 years ago
v3

2022-10-14 8:20pm

Generated on Oct 14, 2022
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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133 Total Images

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Dataset Split

Train Set 88%
117Images
Valid Set 8%
11Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Cutout: 4 boxes with 26% size each
Bounding Box: Noise: Up to 6% of pixels